Raw values for better-code-review-graph in namespace io.github

io.github.n24q02m/better-code-review-graph · Registry status: active

No name of its own reaches this register for this entry. The heading therefore carries the trailing segment of the identifier; the identifier itself is listed below as a coordinate.

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What the source declared verbatim, unchanged and uninterpreted. The derived values on the overview page are computed from these.

Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.

Raw values
Description (raw)	Token-efficient code review knowledge graph: semantic search and call-graph resolution. Source: MCP-Register · collected on 2026-08-26 · self-declared 2 of 41,867 carry this value
Environment variables (raw)	EMBEDDING_MODELS, LOCAL_EMBEDDING_MODEL, LOCAL_RERANK_MODEL, LOCAL_EMBEDDING_DIM, LOCAL_EMBEDDING_MODEL_FILE, LOCAL_EMBEDDING_POOLING, LOCAL_EMBEDDING_NORMALIZE, SUMMARY_MODELS, COHERE_API_KEY, OPENROUTER_API_KEY, EMBEDDING_BACKEND, EMBEDDING_API_BASE, LLM_API_BASE, SUMMARY_MODEL Source: MCP-Register · collected on 2026-09-12 · self-declared 1 of 41,867 carry this value
Required secret variables (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared
Transports (raw)	stdio Source: MCP-Register · collected on 2026-09-01 · self-declared 13,710 of 41,867 carry this value
Path arguments (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared
Repository (raw)	https://github.com/n24q02m/crg.git Source: MCP-Register · collected on 2026-09-14 · self-declared 2 of 41,867 carry this value
Package registries (raw)	pypi Source: MCP-Register · collected on 2026-09-01 · self-declared 3,943 of 41,867 carry this value
Required secret headers (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Path environment variables (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Remote URLs (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Remote hosts (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Registry status message (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
First listed in the registry (raw)	2026-09-29 Source: MCP-Register · collected on 2026-09-30 · self-declared 381 of 41,867 carry this value
Last changed in the registry (raw)	2026-09-29 Source: MCP-Register · collected on 2026-09-30 · self-declared 424 of 41,867 carry this value
Schema version of the raw record (raw)	https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-16 · self-declared 38,828 of 41,867 carry this value
Delivery form (raw)	package Source: MCP-Register · collected on 2026-08-16 · self-declared 14,740 of 41,867 carry this value
Repository platform (raw)	github Source: MCP-Register · collected on 2026-08-16 · self-declared 30,022 of 41,867 carry this value
Repository subfolder (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Package identifiers (raw)	better-code-review-graph Source: MCP-Register · collected on 2026-09-01 · self-declared 2 of 41,867 carry this value
Package versions (raw)	3.29.6 Source: MCP-Register · collected on 2026-09-30 · self-declared 1 of 41,867 carry this value
Runtime hints (raw)	uvx Source: MCP-Register · collected on 2026-09-01 · self-declared 1,568 of 41,867 carry this value
Environment variable formats (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Environment variable descriptions (raw)	COHERE_API_KEY=Credential for explicitly selected Cohere embeddings, including a configured CF AI Gateway route · EMBEDDING_API_BASE=Provider-compatible cloud embedding endpoint, including CF AI Gateway; SSRF-guarded. · EMBEDDING_BACKEND=DEPRECATED (honored one release): embedding backend override 'local' or 'cloud'. Use EMBEDDING_MODELS instead. · EMBEDDING_MODELS=Embedding models in selection order; the current runtime uses the first provider/model entry; empty = local ONNX · LLM_API_BASE=Provider-compatible summarizer base URL, including CF AI Gateway; SSRF-guarded. · LOCAL_EMBEDDING_DIM=Required positive output dimension for an external local embedding ID without a manifest · LOCAL_EMBEDDING_MODEL=Built-in fastretrieval model ID or local directory with fastretrieval-manifest.json · LOCAL_EMBEDDING_MODEL_FILE=ONNX file path inside a manifest-backed local embedding directory · LOCAL_EMBEDDING_NORMALIZE=Explicit L2 normalization for an external local embedding ID without a manifest · LOCAL_EMBEDDING_POOLING=Explicit pooling for an external local embedding ID without a manifest · LOCAL_RERANK_MODEL=Fastretrieval TextCrossEncoder model ID; empty = reranking disabled · OPENROUTER_API_KEY=Credential for explicitly selected OpenRouter completion models · SUMMARY_MODEL=DEPRECATED (honored one release): single summarizer model string. Use SUMMARY_MODELS instead. · SUMMARY_MODELS=Summarizer model selection; first provider/model entry only, no fallback; empty = disabled Source: MCP-Register · collected on 2026-09-27 · self-declared 1 of 41,867 carry this value
Icon formats (raw)	confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"better-code-review-graph","version":"3.29.6","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"EMBEDDING_MODELS","description":"Embedding models in selection order; the current runtime uses the first provider/model entry; empty = local ONNX","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_MODEL","description":"Built-in fastretrieval model ID or local directory with fastretrieval-manifest.json","required":false,"secret":false},{"name":"LOCAL_RERANK_MODEL","description":"Fastretrieval TextCrossEncoder model ID; empty = reranking disabled","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_DIM","description":"Required positive output dimension for an external local embedding ID without a manifest","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_MODEL_FILE","description":"ONNX file path inside a manifest-backed local embedding directory","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_POOLING","description":"Explicit pooling for an external local embedding ID without a manifest","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_NORMALIZE","description":"Explicit L2 normalization for an external local embedding ID without a manifest","required":false,"secret":false},{"name":"SUMMARY_MODELS","description":"Summarizer model selection; first provider/model entry only, no fallback; empty = disabled","required":false,"secret":false},{"name":"COHERE_API_KEY","description":"Credential for explicitly selected Cohere embeddings, including a configured CF AI Gateway route","required":false,"secret":true},{"name":"OPENROUTER_API_KEY","description":"Credential for explicitly selected OpenRouter completion models","required":false,"secret":true},{"name":"EMBEDDING_BACKEND","description":"DEPRECATED (honored one release): embedding backend override 'local' or 'cloud'. Use EMBEDDING_MODELS instead.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Provider-compatible cloud embedding endpoint, including CF AI Gateway; SSRF-guarded.","required":false,"secret":false},{"name":"LLM_API_BASE","description":"Provider-compatible summarizer base URL, including CF AI Gateway; SSRF-guarded.","required":false,"secret":false},{"name":"SUMMARY_MODEL","description":"DEPRECATED (honored one release): single summarizer model string. Use SUMMARY_MODELS instead.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} Source: MCP-Register · collected on 2026-09-30 · self-declared 1 of 41,867 carry this value

Position within the directory

How many of the 41,867 published entries carry the same measured value. A reference figure, not an assessment.

Required secrets declaredno35,800 of 41,867 carry this value (86 %)View these entries
Execution locationlocal17,056 of 41,867 carry this value (41 %)View these entries
Path argument presentno41,369 of 41,867 carry this value (99 %)View these entries
Repository URL listedyes30,107 of 41,867 carry this value (72 %)View these entries
Field of use, derived from the vendor descriptionMemory1,177 of 41,867 carry this value (2.8 %)View these entries

All 5 values together are carried by 589 of 41,867 entries.

tracevero · https://tracevero.com/mcp/io-github-n24q02m-better-code-review-graph/rohangaben